What are the hardware requirements for Nanbeige4.1 3B 4bit?

Nanbeige4.1 3B 4bit requires approximately 2.2 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Nanbeige4.1 3B 4bit and how large is it?

Nanbeige4.1 3B 4bit is developed by mlx-community, a model with 3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Nanbeige4.1 3B 4bit?

Nanbeige4.1 3B 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Nanbeige4.1 3B 4bit by mlx-community — VRAM 2.2GB, 256K context

Name: Nanbeige4.1 3B 4bit
Author: mlx-community

Nanbeige4.1 3B 4bit is an open-source language model by mlx-community. Features: 3b LLM, VRAM: 2.2GB, Context: 256K, License: apache-2.0, Quantized, LLM Explorer Score: 0.22.

4-bit 4bit Base model:nanbeige/nanbeige4.... Base model:quantized:nanbeige/... Conversational En Llama Mlx Nanbeige Quantized Region:us Safetensors Zh

Model Card on HF 🤗: https://huggingface.co/mlx-community/Nanbeige4.1-3B-4bit

Nanbeige4.1 3B 4bit Parameters and Internals

LLM Name	Nanbeige4.1 3B 4bit
Repository 🤗	https://huggingface.co/mlx-community/Nanbeige4.1-3B-4bit
Base Model(s)	Nanbeige/Nanbeige4.1-3B Nanbeige/Nanbeige4.1-3B
Model Size	3b
Required VRAM	2.2 GB
Updated	2026-08-10
Maintainer	mlx-community
Model Type	llama
Model Files	2.2 GB
Supported Languages	en zh
Quantization Type	4bit
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	4.51.3
Tokenizer Class	TokenizersBackend
Padding Token	<unk>
Vocabulary Size	166144
Torch Data Type	bfloat16

Rank the Nanbeige4.1 3B 4bit capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Nanbeige4.1 3B 4bit

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B 8bit	256K / 4.2 GB	186	14
Nanbeige4.1 3B Heretic 8bit	256K / 4.2 GB	39	2
Legal Chatbot Sft Llama3.2 3B	128K / 6.5 GB	792	0
Fine Tuning LLM	128K / 6.5 GB	380	0
Llama 3.2 3B Legal SFT	128K / 6.5 GB	294	0
Llama32 3B Legal Id Sft	128K / 6.5 GB	599	0
Llama3 Finetuned Id 16bit	128K / 6.5 GB	652	0
Slm Rag Sft Merged	128K / 6.5 GB	297	0
Llama3.2 3B Legal Id Ft	128K / 6.5 GB	264	0
Fine Tuning LLM	128K / 6.5 GB	534	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Nanbeige4.1-3B-4bit.